{"id":"W6889162705","doi":"10.25384/sage.c.6261639","title":"An International Consensus on Actions to Improve Lung Cancer Survival: A Modified Delphi Method Among Clinical Experts in the International Cancer Benchmarking Partnership","year":2022,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute","funders":"","keywords":"Lung cancer; Benchmarking; Delphi method; General partnership; Action plan; Audit; Clinical Practice; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2566112,0.002010579,0.001875923,0.008644235,0.005685309,0.006481839,0.004694153,0.004188029,0.006213708],"category_scores_gemma":[0.214055,0.001584885,0.002693818,0.006783969,0.007935707,0.007466193,0.02103759,0.005263278,0.001318004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01329977,"about_ca_system_score_gemma":0.04299589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004269067,"about_ca_topic_score_gemma":0.004408066,"domain_scores_codex":[0.5989136,0.3523201,0.01771886,0.00671027,0.01359711,0.01074021],"domain_scores_gemma":[0.8067235,0.1255694,0.0072226,0.009367688,0.04466532,0.006451577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008841029,0.0004893771,0.005300722,0.007083922,0.0001795066,0.001180978,0.6410365,0.007554385,0.005207098,0.04876518,0.02206673,0.2602515],"study_design_scores_gemma":[0.0007526342,0.001626634,0.01035813,0.01251108,0.0002459563,0.0009944468,0.6346076,0.02749592,0.005604409,0.1261296,0.1789475,0.0007261894],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2507554,0.002218298,0.4898425,0.0243841,0.001741234,0.158592,0.001169499,0.0006015212,0.07069552],"genre_scores_gemma":[0.3753186,0.001261358,0.4849701,0.003322385,0.000137575,0.1289891,0.0007701419,0.0001772448,0.005053528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2566112,"threshold_uncertainty_score":0.9167308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3358147635889443,"score_gpt":0.5377860767848085,"score_spread":0.2019713131958642,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}